This study reveals the unexpected epigenetic heterogeneity and targeting CDA metabolism using epigenome-related nucleosides represents a potential new therapeutic strategy for overcoming ALK inhibitor resistance in NSCLC. This evidence concerns the gene ALK and non-small cell lung carcinoma.